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Works of The MIT Press

232 works · page 1 of 3 · the most cited first · ← The MIT Press

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  1. Latent Dirichlet AllocationDavid M. Blei, Andrew Y. Ng, Michael I. Jordan2003 · 28,297 citations
  2. Natural Questions: A Benchmark for Question Answering ResearchTom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, et al.2019 · 4,031 citations
  3. A Maximum Entropy Approach to Natural Language ProcessingAdam L. Berger, Stephen A. Della Pietra, Vincent J. Della Pietra1996 · 3,633 citations
  4. Lexicon-Based Methods for Sentiment AnalysisMaite Taboada, Julian Brooke, Milan Tofiloski, et al.2011 · 3,556 citations
  5. Accurate Methods for the Statistics of Surprise and CoincidenceTed Dunning1993 · 3,060 citations
  6. Building a Large Annotated Corpus of English: The Penn TreebankMitchell P. Marcus, Beatrice Santorini, Mary Ann Marcinkiewicz1993 · 3,006 citations
  7. Assessing Agreement on Classification Tasks: The Kappa StatisticJean Carletta1996 · 2,462 citations
  8. Automatic Labeling of Semantic RolesDaniel Gildea, Daniel Jurafsky2002 · 2,216 citations
  9. A Primer in BERTology: What We Know About How BERT WorksAnna Rogers, Olga Kovaleva, Anna Rumshisky2020 · 2,127 citations
  10. Centering: A Framework for Modeling the Local Coherence of DiscourseBarbara J. Grosz, Aravind K. Joshi, Scott Weinstein1995 · 2,101 citations
  11. Transformation-Based Error-Driven Learning and Natural Language Processing: A Case Study in Part-of-Speech TaggingEric Brill1995 · 1,774 citations
  12. SimLex-999: Evaluating Semantic Models With (Genuine) Similarity EstimationFelix Hill, Roi Reichart, Anna Korhonen2015 · 1,622 citations
  13. CoQA: A Conversational Question Answering ChallengeSiva Reddy, Danqi Chen, Christopher D. Manning2019 · 1,541 citations
  14. How Can We Know What Language Models Know?Zhengbao Jiang, Frank F. Xu, Jun Araki, et al.2020 · 1,493 citations
  15. Automatic Word Sense DiscriminationHinrich Schütze1998 · 1,486 citations
  16. Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational SpeechAndreas Stolcke, Klaus Ries, Noah Coccaro, et al.2000 · 1,447 citations
  17. A Machine Learning Approach to Coreference Resolution of Noun PhrasesWee Meng Soon, Hwee Tou Ng, Daniel Chung Yong Lim2001 · 1,287 citations
  18. A Program for Aligning Sentences in Bilingual CorporaWilliam A. Gale, Kenneth W. Church1993 · 1,284 citations
  19. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTal Linzen, Emmanuel Dupoux, Yoav Goldberg2016 · 1,239 citations
  20. Opinion Word Expansion and Target Extraction through Double PropagationGuang Qiu, Bing Liu, Jiajun Bu, et al.2011 · 1,196 citations
  21. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsWenpeng Yin, Hinrich Schütze, Bing Xiang, et al.2016 · 1,048 citations
  22. The NarrativeQA Reading Comprehension ChallengeTomáš Kočiský, Jonathan Schwarz, Phil Blunsom, et al.2018 · 1,026 citations
  23. Finite-State Transducers in Language and Speech ProcessingMehryar Mohri1997 · 1,021 citations
  24. Optimizing Statistical Machine Translation for Text SimplificationWei Xu, Courtney Napoles, Ellie Pavlick, et al.2016 · 952 citations
  25. Retrieving Collocations from Text: XtractFrank Smadja1993 · 951 citations
  26. An Algorithm for Pronominal Anaphora ResolutionShalom Lappin, Herbert J. Leass1994 · 945 citations
  27. Topic Modeling in Embedding SpacesAdji B. Dieng, Francisco J. R. Ruiz, David M. Blei2020 · 914 citations
  28. Grounded Compositional Semantics for Finding and Describing Images with SentencesRichard Socher, Andrej Karpathy, Quoc V. Le, et al.2014 · 909 citations
  29. Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature RepresentationsEliyahu Kiperwasser, Yoav Goldberg2016 · 903 citations
  30. Distributional Memory: A General Framework for Corpus-Based SemanticsMarco Baroni, Alessandro Lenci2010 · 879 citations
  31. What BERT Is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language ModelsAllyson Ettinger2020 · 843 citations
  32. Recognizing Contextual Polarity: An Exploration of Features for Phrase-Level Sentiment AnalysisTheresa Wilson, Janyce Wiebe, Paul Hoffmann2009 · 824 citations
  33. Summarizing Scientific Articles: Experiments with Relevance and Rhetorical StatusSimone Teufel, Marc Moens2002 · 775 citations
  34. Introduction to the Special Issue on Word Sense Disambiguation: The State of the ArtNancy Ide, Jean Véronis1998 · 740 citations
  35. Analysis Methods in Neural Language Processing: A SurveyYonatan Belinkov, James Glass2019 · 735 citations
  36. TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesJonathan H. Clark, Eunsol Choi, Michael Collins, et al.2020 · 691 citations
  37. Benchmarking Large Language Models for News SummarizationTianyi Zhang, Faisal Ladhak, Esin Durmus, et al.2024 · 663 citations
  38. Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine TranslationMarkus Freitag, George Foster, David Grangier, et al.2021 · 660 citations
  39. Problems in Current Text Simplification Research: New Data Can HelpWei Xu, Chris Callison-Burch, Courtney Napoles2015 · 659 citations
  40. A Survey on Automated Fact-CheckingZhijiang Guo, Michael Schlichtkrull, Andreas Vlachos2022 · 646 citations
  41. Parsing Argumentation Structures in Persuasive EssaysChristian Stab, Iryna Gurevych2017 · 613 citations
  42. Argument Mining: A SurveyJohn Lawrence, Chris Reed2019 · 601 citations
  43. Translating Collocations for Bilingual Lexicons: A Statistical ApproachFrank Smadja, Kathleen R. McKeown, Vasileios Hatzivassiloglou1996 · 599 citations
  44. Tagging English Text with a Probabilistic ModelBernard Merialdo1994 · 599 citations
  45. A Critique and Improvement of an Evaluation Metric for Text SegmentationLev Pevzner, Marti A. Hearst2002 · 594 citations
  46. Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to ActionsYoav Artzi, Luke Zettlemoyer2013 · 592 citations
  47. Supertagging: An Approach to Almost ParsingSrinivas Bangalore, Aravind K. Joshi1999 · 567 citations
  48. Cross-Sentence N-ary Relation Extraction with Graph LSTMsNanyun Peng, Hoifung Poon, Chris Quirk, et al.2017 · 553 citations
  49. Fully Character-Level Neural Machine Translation without Explicit SegmentationJason Lee, Kyunghyun Cho, Thomas Hofmann2017 · 545 citations
  50. A Structured Review of the Validity of BLEUEhud Reiter2018 · 538 citations
  51. Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked RulesHeeyoung Lee, Angel Chang, Yves Peirsman, et al.2013 · 536 citations
  52. Using Corpus Statistics and WordNet Relations for Sense IdentificationClaudia Leacock, Martin Chodorow, George A. Miller1998 · 518 citations
  53. Probing Classifiers: Promises, Shortcomings, and AdvancesYonatan Belinkov2022 · 513 citations
  54. Sparse, Dense, and Attentional Representations for Text RetrievalYi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 500 citations
  55. PCFG Models of Linguistic Tree RepresentationsMark Johnson1998 · 488 citations
  56. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 480 citations
  57. The Reliability of a Dialogue Structure Coding SchemeJean Carletta, Amy Isard, Stephen Isard, et al.1997 · 480 citations
  58. Stochastic Inversion Transduction Grammars and Bilingual Parsing of Parallel CorporaDekai Wu1997 · 453 citations
  59. Inherent Disagreements in Human Textual InferencesEllie Pavlick, Tom Kwiatkowski2019 · 451 citations
  60. Arabic Dialect IdentificationOmar F. Zaidan, Chris Callison-Burch2014 · 436 citations
  61. Computational Generation of Referring Expressions: A SurveyEmiel Krahmer, Kees van Deemter2012 · 430 citations
  62. MasakhaNER: Named Entity Recognition for African LanguagesDavid Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.2021 · 429 citations
  63. Generating Phrasal and Sentential Paraphrases: A Survey of Data-Driven MethodsNitin Madnani, Bonnie J. Dorr2010 · 425 citations
  64. Probabilistic Top-Down Parsing and Language ModelingBrian Roark2001 · 424 citations
  65. Text-Translation AlignmentMartin Kay, Martin Roscheisen1993 · 423 citations
  66. Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsAida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaran2022 · 415 citations
  67. Frame-Semantic ParsingDipanjan Das, Desai Chen, André F. T. Martins, et al.2014 · 411 citations
  68. A Stochastic Finite-State Word-Segmentation Algorithm for ChineseRichard W. Sproat, Chilin Shih, William Gale, et al.1996 · 410 citations
  69. A Corpus-based Investigation of Definite Description UseMassimo Poesio, Renata Vieira1998 · 407 citations
  70. Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question AnsweringShamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, et al.2023 · 403 citations
  71. Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationXilun Chen, Yu Sun, Ben Athiwaratkun, et al.2018 · 393 citations
  72. ♫ MuSiQue: Multihop Questions via Single-hop Question CompositionHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.2022 · 384 citations
  73. Many Languages, One ParserWaleed Ammar, George Mulcaire, Miguel Ballesteros, et al.2016 · 382 citations
  74. A Survey on Model Compression for Large Language ModelsXunyu Zhu, Jian Li, Yong Liu, et al.2024 · 381 citations
  75. From Paraphrase Database to Compositional Paraphrase Model and BackJohn Wieting, Mohit Bansal, Kevin Gimpel, et al.2015 · 375 citations
  76. A Latent Variable Model Approach to PMI-based Word EmbeddingsSanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2016 · 365 citations
  77. Random Walks for Knowledge-Based Word Sense DisambiguationEneko Agirre, Oier López de Lacalle, Aitor Soroa2014 · 359 citations
  78. Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsKellie Webster, Marta Recasens, Vera Axelrod, et al.2018 · 358 citations
  79. Temporal Annotation in the Clinical DomainWilliam F. Styler IV, Steven Bethard, Sean Finan, et al.2014 · 349 citations
  80. Word Sense Disambiguation Using a Second Language Monolingual CorpusIdo Dagan, Alon Itai1994 · 344 citations
  81. xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error DetectionNuno M. Guerreiro, Ricardo Rei, Daan van Stigt, et al.2024 · 333 citations
  82. DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionKai Sun, Dian Yu, Jianshu Chen, et al.2019 · 331 citations
  83. A Joint Model for Entity Analysis: Coreference, Typing, and LinkingGreg Durrett, Dan Klein2014 · 329 citations
  84. Machine Translation Divergences: A Formal Description and Proposed SolutionBonnie J. Dorr1994 · 328 citations
  85. Statistical Approaches to Computer-Assisted TranslationSergio Barrachina, Oliver Bender, Francisco Casacuberta, et al.2008 · 313 citations
  86. Measuring the Evolution of a Scientific Field through Citation FramesDavid Jurgens, Srijan Kumar, Raine Hoover, et al.2018 · 311 citations
  87. Gender Bias in Machine TranslationBeatrice Savoldi, Marco Gaido, Luisa Bentivogli, et al.2021 · 310 citations
  88. Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic LanguagesGowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, et al.2022 · 307 citations
  89. Unsupervised Type and Token Identification of Idiomatic ExpressionsAfsaneh Fazly, Paul Cook, Suzanne Stevenson2009 · 301 citations
  90. Near-Synonymy and Lexical ChoicePhilip Edmonds, Graeme Hirst2002 · 300 citations
  91. Survey: Multiword Expression Processing: A SurveyMathieu Constant, Gülşen Eryiǧit, Johanna Monti, et al.2017 · 296 citations
  92. PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemPatrick Lewis, Yuxiang Wu, Linqing Liu, et al.2021 · 286 citations
  93. Constructing Datasets for Multi-hop Reading Comprehension Across DocumentsJohannes Welbl, Pontus Stenetorp, Sebastian Riedel2018 · 283 citations
  94. The rhetorical parsing of unrestricted texts: a surface-based approachDaniel Marcu2000 · 281 citations
  95. A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsJunchao Wu, Shu Yang, Runzhe Zhan, et al.2025 · 276 citations
  96. CODRA: A Novel Discriminative Framework for Rhetorical AnalysisShafiq Joty, Giuseppe Carenini, Raymond T. Ng2015 · 263 citations
  97. Automatically Assessing Machine Summary Content Without a Gold StandardAnnie Louis, Ani Nenkova2013 · 254 citations
  98. An Empirical Survey of Data Augmentation for Limited Data Learning in NLPJiaao Chen, Derek Tam, Colin Raffel, et al.2023 · 253 citations
  99. On Coreferring: Coreference in MUC and Related Annotation SchemesKees van Deemter, Rodger Kibble2000 · 252 citations
  100. Survey of Low-Resource Machine TranslationBarry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone, et al.2022 · 251 citations

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